The Impact of Speed on Efficiency

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It's fine to say you're worried at this velocity if I can summarize it correctly here and reflect it back to you. The speed at which the efficiency is going to impact, you know, the 50th percentile or below, could be so violent, so fast. It could happen so quickly that those people, the demand for those people who don't make the jump could be so low that they can't catch up in time. And then they've got some number of years of their careers where they are sidelined, marginalized or otherwise not needed.

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Todays show:

MosaicML Co-Founder and CEO Naveen Rao joins Jason to discuss the open-source vs closed AI debate, the profound impact of AI on society (41:06) AI’s rapid pace of change, and its implications for the future of employment and education (40:42). They wrap the show by breaking down the potential problems with centralized regulation (54:37).

Follow Naveen: https://twitter.com/NaveenGRao

Check Out MosaicML: https://mosaicml.com

Time stamps:

(00:00) Naveen Rao joins Jason

(2:54) MosaicML and its purpose

(5:10) Obtaining datasets and incentivizing creators

(8:30) Vanta - Get $1000 off your SOC 2 at https://vanta.com/twist

(9:37) The process of using your data with MosaicML

(11:55) Defining tokens and prompts

(16:53) Fine-tuning the AI model and reinforcement learning

(19:27) The competition with open-source models

(24:26) The cost of running AI models

(26:08) Trovata - Use code TWIST at https://trovata.io/twist for 30% off one year of premium features, like AI forecasting

(27:35) How the GPU crunch has affected cloud models

(32:13) Why demand will not cease

(34:21) Specialized models vs. general models (39:12) Microsoft for Startups Founders Hub - Apply in 5 minutes for six figures in discounts at http://aka.ms/thisweekinstartups

(40:42) The impact AI will have on employment

(48:49) The impact AI will have on education

(54:37) Thoughts on OpenAI becoming ClosedAI

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